alexeyvishnyakov



Personal Websites

Mathematical Modeling and Data-driven Simulatuion Team:   sktmodeling.ru

My research page:  http://sktmodeling.ru/vishnyakov

Alexey Vishnyakov

  • Having obtained PhD degree in Chemistry from St. Petersburg State University (SPbGU) in 1998, Aleksey joined TRI/Princeton, a small research non-profit institute, as a staff scientist. His research focuses on the development of new molecular modeling techniques and their application to interfacial phenomena and to small systems in particular. In 2006-2017, he worked as an Assistant and Associate Research Professor at Rutgers University. Despite working as a research faculty, Aleksey was a full graduate faculty member and actively participated in developing new graduate curriculum and teaching at both graduate and undergraduate levels

Google scholar profile:

Research areas:

  • Advancing of mathematical modeling methodology & simulation techniques
  • Physics-informed machine learning
  • Porous structures & interfaces: characterization, thermodynamics and transport
  • Structure-property relationships in soft matter
  • Statistical mechanics, especially in application to complex media and molecules

Key publications:

  • Vishnyakov A, Lee MT, Neimark AV. Prediction of the Critical Micelle Concentration of Nonionic Surfactants by Dissipative Particle Dynamics Simulations. J. Phys. Chem. Lett. 2013; 4(5):797-802.
  • Vishnyakov A, Neimark AV. Multicomponent gauge cell method. J. Chem. Phys. 2009;130(22).
  • Neimark AV, Ravikovitch PI, Vishnyakov A. Bridging scales from molecular simulations to classical thermodynamics: density functional theory of capillary condensation in nanopores. J. Phys. Condensed Matter. 2003; 15(3):347-65
  • Vishnyakov A, Widmalm G, Kowalewski J, Laaksonen A. Molecular dynamics simulation of the alpha-D-Manp-(1 -> 3)-beta-D-Glcp-OMe disaccharide in water and water DMSO solution. J. Am. Chem. Soc. 1999; 121(23): 5403-12
  • Ravikovitch PI, Vishnyakov A, Russo R, Neimark AV. Unified approach to pore size characterization of microporous carbonaceous materials from N-2, Ar, and CO2 adsorption isotherms. Langmuir. 2000;16(5):2311

 

faridtaherkhani
Farid Taherkhani
Junior Research Scientist

Currently:

  • Thermodynamics & transport at nanoscale (3cr, term 4)
  • Individual study projects on physics-informed machine learning

Coming in the following academic years:

  • Statistical mechanics beyond physics (3cr)
  • Soft matter: practical aspects (3cr)